
"""simple docstring"""



import contextlib
import csv
import json
import os
import sqlitea
import tarfile
import textwrap
import zipfile

import pyarrow as pa
import pyarrow.parquet as pq
import pytest

import datasets
import datasets.config


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    )     ->	Union[str, Any]:





    """simple docstring"""

    _UpperCAmelCase        = 1_0
    _UpperCAmelCase        = datasets.Features(
        {
            """tokens""": datasets.Sequence(datasets.Value("""string"""   )   ),
            """labels""": datasets.Sequence(datasets.ClassLabel(names=["""negative""", """positive"""]   )   ),
            """answers""": datasets.Sequence(
                {
                    """text""": datasets.Value("""string"""   ),
                    """answer_start""": datasets.Value("""int32"""   ),
                }   ),
            """id""": datasets.Value("""int64"""   ),
        }   )
    _UpperCAmelCase        = datasets.Dataset.from_dict(
        {
            """tokens""": [["""foo"""] * 5] * n,
            """labels""": [[1] * 5] * n,
            """answers""": [{"""answer_start""": [9_7], """text""": ["""1976"""]}] * 1_0,
            """id""": list(range(_A   )   ),
        }       ,   features=_A       ,   )
    return dataset


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A   )     ->	List[str]:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """file.arrow"""   )
    dataset.map(cache_file_name=_A   )
    return filename


# FILE_CONTENT + files


a       :						Any       		=		'''\
    Text data.
    Second line of data.'''


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Tuple:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.txt"""
    _UpperCAmelCase        = FILE_CONTENT
    with open(_A       ,   """w"""   ) as f:
        f.write(_A   )
    return filename


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	int:





    """simple docstring"""

    import bza

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.txt.bz2"""
    _UpperCAmelCase        = bytes(_A       ,   """utf-8"""   )
    with bza.open(_A       ,   """wb"""   ) as f:
        f.write(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	str:





    """simple docstring"""

    import gzip

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """file.txt.gz"""   )
    _UpperCAmelCase        = bytes(_A       ,   """utf-8"""   )
    with gzip.open(_A       ,   """wb"""   ) as f:
        f.write(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	str:





    """simple docstring"""

    if datasets.config.LZ4_AVAILABLE:
        import lza.frame

        _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.txt.lz4"""
        _UpperCAmelCase        = bytes(_A       ,   """utf-8"""   )
        with lza.frame.open(_A       ,   """wb"""   ) as f:
            f.write(_A   )
        return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A   )     ->	int:





    """simple docstring"""

    if datasets.config.PY7ZR_AVAILABLE:
        import pyazr

        _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.txt.7z"""
        with pyazr.SevenZipFile(_A       ,   """w"""   ) as archive:
            archive.write(_A       ,   arcname=os.path.basename(_A   )   )
        return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A   )     ->	Dict:





    """simple docstring"""

    import tarfile

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.txt.tar"""
    with tarfile.TarFile(_A       ,   """w"""   ) as f:
        f.add(_A       ,   arcname=os.path.basename(_A   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	List[Any]:





    """simple docstring"""

    import lzma

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.txt.xz"""
    _UpperCAmelCase        = bytes(_A       ,   """utf-8"""   )
    with lzma.open(_A       ,   """wb"""   ) as f:
        f.write(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A   )     ->	str:





    """simple docstring"""

    import zipfile

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.txt.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.basename(_A   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	str:





    """simple docstring"""

    if datasets.config.ZSTANDARD_AVAILABLE:
        import zstandard as zstd

        _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.txt.zst"""
        _UpperCAmelCase        = bytes(_A       ,   """utf-8"""   )
        with zstd.open(_A       ,   """wb"""   ) as f:
            f.write(_A   )
        return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	List[Any]:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """file.xml"""
    _UpperCAmelCase        = textwrap.dedent(
        """\
    <?xml version=\"1.0\" encoding=\"UTF-8\" ?>
    <tmx version=\"1.4\">
      <header segtype=\"sentence\" srclang=\"ca\" />
      <body>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 1</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 1</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 2</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 2</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 3</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 3</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 4</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 4</seg></tuv>
        </tu>
        <tu>
          <tuv xml:lang=\"ca\"><seg>Contingut 5</seg></tuv>
          <tuv xml:lang=\"en\"><seg>Content 5</seg></tuv>
        </tu>
      </body>
    </tmx>"""   )
    with open(_A       ,   """w"""   ) as f:
        f.write(_A   )
    return filename


a       :						Any       		=		[
    {'''col_1''': '''0''', '''col_2''': 0, '''col_3''': 0.0},
    {'''col_1''': '''1''', '''col_2''': 1, '''col_3''': 1.0},
    {'''col_1''': '''2''', '''col_2''': 2, '''col_3''': 2.0},
    {'''col_1''': '''3''', '''col_2''': 3, '''col_3''': 3.0},
]
a       :						Any       		=		[
    {'''col_1''': '''4''', '''col_2''': 4, '''col_3''': 4.0},
    {'''col_1''': '''5''', '''col_2''': 5, '''col_3''': 5.0},
]
a       :						List[str]       		=		{
    '''col_1''': ['''0''', '''1''', '''2''', '''3'''],
    '''col_2''': [0, 1, 2, 3],
    '''col_3''': [0.0, 1.0, 2.0, 3.0],
}

a       :						List[Any]       		=		[
    {'''col_3''': 0.0, '''col_1''': '''0''', '''col_2''': 0},
    {'''col_3''': 1.0, '''col_1''': '''1''', '''col_2''': 1},
]

a       :						Union[str, Any]       		=		[
    {'''col_1''': '''s0''', '''col_2''': 0, '''col_3''': 0.0},
    {'''col_1''': '''s1''', '''col_2''': 1, '''col_3''': 1.0},
    {'''col_1''': '''s2''', '''col_2''': 2, '''col_3''': 2.0},
    {'''col_1''': '''s3''', '''col_2''': 3, '''col_3''': 3.0},
]


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    )     ->	int:





    """simple docstring"""

    return DATA_DICT_OF_LISTS


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Dict:





    """simple docstring"""

    _UpperCAmelCase        = datasets.Dataset.from_dict(_A   )
    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.arrow"""   )
    dataset.map(cache_file_name=_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Optional[int]:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.sqlite"""   )
    with contextlib.closing(sqlitea.connect(_A   )   ) as con:
        _UpperCAmelCase        = con.cursor()
        cur.execute("""CREATE TABLE dataset(col_1 text, col_2 int, col_3 real)"""   )
        for item in DATA:
            cur.execute("""INSERT INTO dataset(col_1, col_2, col_3) VALUES (?, ?, ?)"""       ,   tuple(item.values()   )   )
        con.commit()
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Dict:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.csv"""   )
    with open(_A       ,   """w"""       ,   newline=""""""   ) as f:
        _UpperCAmelCase        = csv.DictWriter(_A       ,   fieldnames=["""col_1""", """col_2""", """col_3"""]   )
        writer.writeheader()
        for item in DATA:
            writer.writerow(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Optional[Any]:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset2.csv"""   )
    with open(_A       ,   """w"""       ,   newline=""""""   ) as f:
        _UpperCAmelCase        = csv.DictWriter(_A       ,   fieldnames=["""col_1""", """col_2""", """col_3"""]   )
        writer.writeheader()
        for item in DATA:
            writer.writerow(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A   )     ->	str:





    """simple docstring"""

    import bza

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.csv.bz2"""
    with open(_A       ,   """rb"""   ) as f:
        _UpperCAmelCase        = f.read()
    # data = bytes(FILE_CONTENT, "utf-8")
    with bza.open(_A       ,   """wb"""   ) as f:
        f.write(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	int:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.csv.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.basename(_A   )   )
        f.write(_A       ,   arcname=os.path.basename(_A   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	Tuple:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.csv.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.basename(csv_path.replace(""".csv"""       ,   """.CSV"""   )   )   )
        f.write(_A       ,   arcname=os.path.basename(csva_path.replace(""".csv"""       ,   """.CSV"""   )   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	List[str]:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset_with_dir.csv.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.join("""main_dir"""       ,   os.path.basename(_A   )   )   )
        f.write(_A       ,   arcname=os.path.join("""main_dir"""       ,   os.path.basename(_A   )   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	List[str]:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.parquet"""   )
    _UpperCAmelCase        = pa.schema(
        {
            """col_1""": pa.string(),
            """col_2""": pa.intaa(),
            """col_3""": pa.floataa(),
        }   )
    with open(_A       ,   """wb"""   ) as f:
        _UpperCAmelCase        = pq.ParquetWriter(_A       ,   schema=_A   )
        _UpperCAmelCase        = pa.Table.from_pydict({k: [DATA[i][k] for i in range(len(_A   )   )] for k in DATA[0]}       ,   schema=_A   )
        writer.write_table(_A   )
        writer.close()
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Dict:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.json"""   )
    _UpperCAmelCase        = {"""data""": DATA}
    with open(_A       ,   """w"""   ) as f:
        json.dump(_A       ,   _A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Optional[int]:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.json"""   )
    _UpperCAmelCase        = {"""data""": DATA_DICT_OF_LISTS}
    with open(_A       ,   """w"""   ) as f:
        json.dump(_A       ,   _A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	int:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.jsonl"""   )
    with open(_A       ,   """w"""   ) as f:
        for item in DATA:
            f.write(json.dumps(_A   ) + """\n"""   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	List[str]:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset2.jsonl"""   )
    with open(_A       ,   """w"""   ) as f:
        for item in DATA:
            f.write(json.dumps(_A   ) + """\n"""   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Dict:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset_312.jsonl"""   )
    with open(_A       ,   """w"""   ) as f:
        for item in DATA_312:
            f.write(json.dumps(_A   ) + """\n"""   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	str:





    """simple docstring"""

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset-str.jsonl"""   )
    with open(_A       ,   """w"""   ) as f:
        for item in DATA_STR:
            f.write(json.dumps(_A   ) + """\n"""   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A   )     ->	List[str]:





    """simple docstring"""

    import gzip

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.txt.gz"""   )
    with open(_A       ,   """rb"""   ) as orig_file:
        with gzip.open(_A       ,   """wb"""   ) as zipped_file:
            zipped_file.writelines(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A   )     ->	Tuple:





    """simple docstring"""

    import gzip

    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.jsonl.gz"""   )
    with open(_A       ,   """rb"""   ) as orig_file:
        with gzip.open(_A       ,   """wb"""   ) as zipped_file:
            zipped_file.writelines(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	Union[str, Any]:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.jsonl.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.basename(_A   )   )
        f.write(_A       ,   arcname=os.path.basename(_A   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A       ,   _A   )     ->	Tuple:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset_nested.jsonl.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.join("""nested"""       ,   os.path.basename(_A   )   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	List[Any]:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset_with_dir.jsonl.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.join("""main_dir"""       ,   os.path.basename(_A   )   )   )
        f.write(_A       ,   arcname=os.path.join("""main_dir"""       ,   os.path.basename(_A   )   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	Tuple:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.jsonl.tar"""
    with tarfile.TarFile(_A       ,   """w"""   ) as f:
        f.add(_A       ,   arcname=os.path.basename(_A   )   )
        f.add(_A       ,   arcname=os.path.basename(_A   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A       ,   _A   )     ->	Any:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset_nested.jsonl.tar"""
    with tarfile.TarFile(_A       ,   """w"""   ) as f:
        f.add(_A       ,   arcname=os.path.join("""nested"""       ,   os.path.basename(_A   )   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Optional[int]:





    """simple docstring"""

    _UpperCAmelCase        = ["""0""", """1""", """2""", """3"""]
    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset.txt"""   )
    with open(_A       ,   """w"""   ) as f:
        for item in data:
            f.write(item + """\n"""   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Union[str, Any]:





    """simple docstring"""

    _UpperCAmelCase        = ["""0""", """1""", """2""", """3"""]
    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset2.txt"""   )
    with open(_A       ,   """w"""   ) as f:
        for item in data:
            f.write(item + """\n"""   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Tuple:





    """simple docstring"""

    _UpperCAmelCase        = ["""0""", """1""", """2""", """3"""]
    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.abc"""
    with open(_A       ,   """w"""   ) as f:
        for item in data:
            f.write(item + """\n"""   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	Union[str, Any]:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.text.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.basename(_A   )   )
        f.write(_A       ,   arcname=os.path.basename(_A   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	List[Any]:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset_with_dir.text.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.join("""main_dir"""       ,   os.path.basename(_A   )   )   )
        f.write(_A       ,   arcname=os.path.join("""main_dir"""       ,   os.path.basename(_A   )   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A       ,   _A   )     ->	List[Any]:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.ext.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.basename("""unsupported.ext"""   )   )
        f.write(_A       ,   arcname=os.path.basename("""unsupported_2.ext"""   )   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	List[str]:





    """simple docstring"""

    _UpperCAmelCase        = """\n""".join(["""First""", """Second\u2029with Unicode new line""", """Third"""]   )
    _UpperCAmelCase        = str(tmp_path_factory.mktemp("""data"""   ) / """dataset_with_unicode_new_lines.txt"""   )
    with open(_A       ,   """w"""       ,   encoding="""utf-8"""   ) as f:
        f.write(_A   )
    return path


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    )     ->	str:





    """simple docstring"""

    return os.path.join("""tests"""       ,   """features"""       ,   """data"""       ,   """test_image_rgb.jpg"""   )


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    )     ->	List[str]:





    """simple docstring"""

    return os.path.join("""tests"""       ,   """features"""       ,   """data"""       ,   """test_audio_44100.wav"""   )


@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A       ,   _A   )     ->	List[Any]:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data"""   ) / """dataset.img.zip"""
    with zipfile.ZipFile(_A       ,   """w"""   ) as f:
        f.write(_A       ,   arcname=os.path.basename(_A   )   )
        f.write(_A       ,   arcname=os.path.basename(_A   ).replace(""".jpg"""       ,   """2.jpg"""   )   )
    return path







@pytest.fixture(scope="""session"""   )
def 			_UpperCamelCase						(    _A   )     ->	Dict:





    """simple docstring"""

    _UpperCAmelCase        = tmp_path_factory.mktemp("""data_dir"""   )

    (data_dir / "subdir").mkdir()
    with open(data_dir / """subdir""" / """train.txt"""       ,   """w"""   ) as f:
        f.write("""foo\n""" * 1_0   )
    with open(data_dir / """subdir""" / """test.txt"""       ,   """w"""   ) as f:
        f.write("""bar\n""" * 1_0   )
    # hidden file
    with open(data_dir / """subdir""" / """.test.txt"""       ,   """w"""   ) as f:
        f.write("""bar\n""" * 1_0   )

    # hidden directory
    (data_dir / ".subdir").mkdir()
    with open(data_dir / """.subdir""" / """train.txt"""       ,   """w"""   ) as f:
        f.write("""foo\n""" * 1_0   )
    with open(data_dir / """.subdir""" / """test.txt"""       ,   """w"""   ) as f:
        f.write("""bar\n""" * 1_0   )

    return data_dir

"""simple docstring"""



import unittest

from transformers import is_torch_available
from transformers.testing_utils import require_torch


if is_torch_available():
 import torch

 from transformers.generation import DisjunctiveConstraint




@require_torch
class 		a_    (			unittest.TestCase						):







    def   _snake_case       (      self      :							Union[str, Any]  )		->Any:






        '''simple docstring'''






        _UpperCAmelCase        = [[1, 2, 4], [1, 2, 3, 4]]
        _UpperCAmelCase        = DisjunctiveConstraint(__UpperCamelCase  )
        self.assertTrue(isinstance(dc.token_ids  ,       __UpperCamelCase  )  )

        with self.assertRaises(__UpperCamelCase  ):
            DisjunctiveConstraint(torch.LongTensor([[1, 2, 4], [1, 2, 3]]  )  )

        with self.assertRaises(__UpperCamelCase  ):
            DisjunctiveConstraint([torch.LongTensor([1, 2, 4]  ), torch.LongTensor([1, 2, 3, 4, 5]  )]  )







    def   _snake_case       (      self      :							Optional[int]  )		->Dict:






        '''simple docstring'''






        _UpperCAmelCase        = [[1, 2], [1, 2, 3, 4]]

        with self.assertRaises(__UpperCamelCase  ):
            DisjunctiveConstraint(__UpperCamelCase  )  # fails here







    def   _snake_case       (      self      :							Optional[int]  )		->Dict:






        '''simple docstring'''






        _UpperCAmelCase        = [[1, 2, 3], [1, 2, 4]]

        _UpperCAmelCase        = DisjunctiveConstraint(__UpperCamelCase  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(1  )
        _UpperCAmelCase        = stepped is True and completed is False and reset is False
        self.assertTrue(__UpperCamelCase  )
        self.assertTrue(not dc.completed  )
        self.assertTrue(dc.current_seq == [1]  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(2  )
        _UpperCAmelCase        = stepped is True and completed is False and reset is False
        self.assertTrue(__UpperCamelCase  )
        self.assertTrue(not dc.completed  )
        self.assertTrue(dc.current_seq == [1, 2]  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(3  )
        _UpperCAmelCase        = stepped is True and completed is True and reset is False
        self.assertTrue(__UpperCamelCase  )
        self.assertTrue(dc.completed  )  # Completed!
        self.assertTrue(dc.current_seq == [1, 2, 3]  )







    def   _snake_case       (      self      :							List[Any]  )		->Any:






        '''simple docstring'''






        _UpperCAmelCase        = [[1, 2, 3], [1, 2, 4, 5], [1, 2, 5]]

        _UpperCAmelCase        = DisjunctiveConstraint(__UpperCamelCase  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(1  )
        self.assertTrue(not dc.completed  )
        self.assertTrue(dc.current_seq == [1]  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(2  )
        self.assertTrue(not dc.completed  )
        self.assertTrue(dc.current_seq == [1, 2]  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(4  )
        self.assertTrue(not dc.completed  )
        self.assertTrue(dc.current_seq == [1, 2, 4]  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(5  )
        self.assertTrue(dc.completed  )  # Completed!
        self.assertTrue(dc.current_seq == [1, 2, 4, 5]  )

        dc.reset()

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(1  )
        self.assertTrue(not dc.completed  )
        self.assertTrue(dc.remaining() == 3  )
        self.assertTrue(dc.current_seq == [1]  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(2  )
        self.assertTrue(not dc.completed  )
        self.assertTrue(dc.remaining() == 2  )
        self.assertTrue(dc.current_seq == [1, 2]  )

        _UpperCAmelCase     ,_UpperCAmelCase     ,_UpperCAmelCase        = dc.update(5  )
        self.assertTrue(dc.completed  )  # Completed!
        self.assertTrue(dc.remaining() == 0  )
        self.assertTrue(dc.current_seq == [1, 2, 5]  )